ollama-tlms-golang/05-make-your-mcp-server

terraform-mcp-server

4.5

by hashicorp

The Terraform MCP Server is a Model Context Protocol server that integrates with Terraform Registry APIs for advanced automation in Infrastructure as Code development.

Figma-Context-MCP

4.4

by GLips

Framelink Figma MCP Server allows AI-powered coding tools to access Figma design data, enhancing design implementation accuracy.

mcp-atlassian

4.2

by sooperset

Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira). This integration supports both Confluence & Jira Cloud and Server/Data Center deployments.

firecrawl-mcp-server

4.2

by firecrawl

Firecrawl MCP Server is a Model Context Protocol server that integrates with Firecrawl for web scraping capabilities.

square-mcp-server

4.0

by square

The Square Model Context Protocol Server (Beta) allows AI assistants to interact with Square's connect API using the Model Context Protocol standard.

mcp-replicate

4.0

by deepfates

A Model Context Protocol server implementation for Replicate, allowing users to run Replicate models through a simple tool-based interface.

supabase-mcp-server

4.0

by alexander-zuev

Query MCP is an open-source MCP server that lets your IDE safely run SQL, manage schema changes, call the Supabase Management API, and use Auth Admin SDK — all with built-in safety controls.

12306-mcp

4.0

by Joooook

A 12306 ticket search server based on the Model Context Protocol (MCP). The server provides a simple API interface that allows users to search for 12306 tickets.

notion-server

3.9

by v-3

A Model Context Protocol (MCP) server that provides seamless integration with Notion, enabling Language Models to interact with your Notion workspace through standardized tools.

NASA-MCP-server

3.9

by ProgramComputer

A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of data sources.

alibaba-cloud-ops-mcp-server

3.8

by aliyun

Alibaba Cloud Ops MCP Server is a Model Context Protocol server that integrates with Alibaba Cloud APIs to manage cloud resources.

mcp-server-kubernetes

3.8

by Flux159

MCP Server that can connect to a Kubernetes cluster and manage it.

mcp-server-circleci

3.8

by CircleCI-Public

The CircleCI MCP Server is a standardized protocol server that facilitates interaction between large language models (LLMs) and CircleCI, enabling users to perform tasks using natural language commands.

Aspire.MCP.Sample

3.8

by elbruno

Sample MCP Server and MCP client using Aspire.

azure-mcp

3.8

by Azure

The Azure MCP Server implements the MCP specification to create a seamless connection between AI agents and Azure services.

k8m

3.7

by weibaohui

K8M is an AI-driven lightweight Kubernetes dashboard designed to simplify cluster management.

Notte Browser

3.7

by nottelabs

The Notte MCP Server is a Model Context Protocol server designed to manage sessions, run agents, and perform actions such as observing, scraping, and authenticating within the agentic ecosystem.

kubernetes-mcp-server

3.7

by containers

The Kubernetes MCP Server is a powerful and flexible implementation of the Model Context Protocol (MCP) server, designed to interact directly with Kubernetes and OpenShift environments.

chroma-mcp

3.7

by chroma-core

Chroma MCP Server is an open-source embedding database server that facilitates the integration of LLM applications with external data sources using the Model Context Protocol.

ros-mcp-server

3.7

by robotmcp

The ROS MCP Server bridges large language models (LLMs) with robot control, allowing users to issue natural language commands that are translated into ROS/ROS2 instructions.

ocireg-mcp

3.7

by StacklokLabs

An MCP server that provides tools for querying OCI registries and image references.

mcp-google-sheets

3.7

by xing5

mcp-google-sheets is a Python-based MCP server that connects MCP-compatible clients to Google Sheets API for automation and data manipulation.

cloud-run-mcp

3.7

by GoogleCloudPlatform

This is the repository of an MCP server to deploy code to Cloud Run, enabling MCP-compatible AI agents to deploy apps to Cloud Run.

enrichmcp

3.7

by featureform

MCPEngine is a production-grade, HTTP-first implementation of the Model Context Protocol (MCP), providing a secure, scalable, and modern framework for exposing data, tools, and prompts to Large Language Models (LLMs) via MCP.

code-sandbox-mcp

3.6

by Automata-Labs-team

A secure sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization.

openalex-mcp

3.6

by hbiaou

OpenAlex MCP Server is a Node.js server using Express and Axios to proxy queries to the OpenAlex API.

emcee

3.6

by mattt

emcee is a tool that provides a Model Context Protocol (MCP) server for any web application with an OpenAPI specification.